Executive Summary

Finance and ops waste hours hunting receipts and spreadsheets. A Chrome extension that scans Gmail and Outlook to auto-detect subscription emails and surface renewals, vendors, and recurring amounts in one dashboard. The source shows this approach already shipped as a Chrome extension that connects to Gmail and Outlook, indicating product-market fit for the email signal. Two platform shifts make it timely: Gmail API and Microsoft Graph provide stable programmatic access to transactional email for consented accounts, and modern NER/invoice parsing models make extracting vendor, amount, and cadence reliable at scale. Separately, rapid SaaS proliferation and tighter finance scrutiny on recurring spend mean buyers are actively hunting for lightweight discovery tools that do not require complex procurement projects. The source describes a Chrome extension, CostLoop Email, that auto-detects subscriptions from Gmail and Outlook, which is a distinct acquisition vector compared with API-only tools. By parsing inbound subscription receipts and confirmations in email, a product can detect subscriptions earlier than bank-card transaction scans and attribute vendor, plan, and billing cadence. That email-first signal is high frequency - most SaaS vendors email invoices monthly - so a startup can build a fast feedback loop and anonymized behavioral dataset of purchase patterns. Combining email parsing with optional card and accounting integrations creates a product-data moat: the team that maps vendor invoice formats, vendor-domain fingerprints, and reconciliation heuristics across thousands of customers will accumulate proprietary match rules that are costly to replicate.

Market Opportunity

Auto-detect SaaS subscriptions from Gmail and Outlook to stop manual tracking targets a $3.0B = 25M small and micro businesses globally x $120 ACV. Rationale: 25M potential buyers who pay for SaaS oversight tools at an affordable SMB price point, $10/mo or $120/yr. total addressable market with medium saturation and a year-over-year growth rate of 15-25% annual growth in spend management tooling demand and SaaS application consumption among SMBs.

Key trends driving demand: SaaS proliferation -- more vendors per company increases complexity and the need for discovery tools.; Finance scrutiny on recurring costs -- CFOs demand visibility as SaaS becomes a material category of Opex.; API and email access maturity -- Gmail API and Microsoft Graph offer reliable, consented access to transactional email.; Improved invoice parsing -- advances in NLP and NER reduce false positives when extracting vendor and price from emails..

Key competitors include Zylo, Torii, Vendr / Blissfully, G2 Track, Rocket Money (Truebill).

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Auto-detect SaaS subscriptions from Gmail and Outlook to stop manual tracking

Executive Summary

Market Validation

Market Opportunity

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